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stat.ML2022
On consistency of constrained spectral clustering under representation-aware stochastic block model
Shubham Gupta, Ambedkar Dukkipati
Spectral clustering is widely used in practice due to its flexibility, computational efficiency, and well-understood theoretical performance guarantees. Recently, spectral clusteri…
stat.ML2022★ 2 cited
Differentiable Rule Induction with Learned Relational Features
Remy Kusters, Yusik Kim, Marine Collery +2
Rule-based decision models are attractive due to their interpretability. However, existing rule induction methods often result in long and consequently less interpretable rule mode…